Pandas Profiling Report

Dataset statistics

Number of variables	15
Number of observations	16281
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	5
Duplicate rows (%)	< 0.1%
Total size in memory	1.9 MiB
Average record size in memory	120.0 B

Variable types

NUM	13
BOOL	2

Warnings

Dataset has 5 (< 0.1%) duplicate rows	Duplicates
`workclass` has 683 (4.2%) zeros	Zeros
`education` has 2670 (16.4%) zeros	Zeros
`marital-status` has 5434 (33.4%) zeros	Zeros
`occupation` has 1841 (11.3%) zeros	Zeros
`relationship` has 4278 (26.3%) zeros	Zeros
`race` has 13946 (85.7%) zeros	Zeros
`capital-gain` has 14958 (91.9%) zeros	Zeros
`capital-loss` has 15518 (95.3%) zeros	Zeros
`native-country` has 14662 (90.1%) zeros	Zeros

Reproduction

Analysis started	2021-02-01 08:44:03.435559
Analysis finished	2021-02-01 08:44:48.634597
Duration	45.2 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

age
Real number (ℝ_≥0)

Distinct	73
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	38.767459
Minimum	17
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	127.2 KiB

Quantile statistics

Minimum	17
5-th percentile	19
Q1	28
median	37
Q3	48
95-th percentile	64
Maximum	90
Range	73
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	13.84918681
Coefficient of variation (CV)	0.3572374143
Kurtosis	-0.2205809761
Mean	38.767459
Median Absolute Deviation (MAD)	10
Skewness	0.5545794063
Sum	631173
Variance	191.7999754
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	461	2.8%
33	460	2.8%
23	452	2.8%
36	450	2.8%
38	437	2.7%
31	437	2.7%
41	427	2.6%
32	425	2.6%
37	422	2.6%
30	417	2.6%
Other values (63)	11893	73.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17	200	1.2%
18	312	1.9%
19	341	2.1%
20	360	2.2%
21	376	2.3%

Value	Count	Frequency (%)
90	12	0.1%
89	2	< 0.1%
88	3	< 0.1%
87	2	< 0.1%
85	2	< 0.1%

workclass
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.315029789
Minimum	0
Maximum	8
Zeros	683
Zeros (%)	4.2%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	5
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.246499083
Coefficient of variation (CV)	0.5384375997
Kurtosis	1.975612924
Mean	2.315029789
Median Absolute Deviation (MAD)	0
Skewness	1.338417779
Sum	37691
Variance	1.553759964
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	11210	68.9%
1	1321	8.1%
4	1043	6.4%
5	963	5.9%
0	683	4.2%
6	579	3.6%
3	472	2.9%
7	7	< 0.1%
8	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	683	4.2%
1	1321	8.1%
2	11210	68.9%
3	472	2.9%
4	1043	6.4%

Value	Count	Frequency (%)
8	3	< 0.1%
7	7	< 0.1%
6	579	3.6%
5	963	5.9%
4	1043	6.4%

fnlwgt
Real number (ℝ_≥0)

Distinct	12787
Distinct (%)	78.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	189435.6778
Minimum	13492
Maximum	1490400
Zeros	0
Zeros (%)	0.0%
Memory size	127.2 KiB

Quantile statistics

Minimum	13492
5-th percentile	40641
Q1	116736
median	177831
Q3	238384
95-th percentile	378922
Maximum	1490400
Range	1476908
Interquartile range (IQR)	121648

Descriptive statistics

Standard deviation	105714.9077
Coefficient of variation (CV)	0.5580517298
Kurtosis	5.739969535
Mean	189435.6778
Median Absolute Deviation (MAD)	60904
Skewness	1.422954131
Sum	3084202270
Variance	1.11756417e+10
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
136986	9	0.1%
190290	8	< 0.1%
125892	8	< 0.1%
203488	8	< 0.1%
127651	8	< 0.1%
117310	8	< 0.1%
120277	8	< 0.1%
111567	7	< 0.1%
48520	7	< 0.1%
126569	7	< 0.1%
Other values (12777)	16203	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13492	1	< 0.1%
13769	2	< 0.1%
13862	1	< 0.1%
19302	1	< 0.1%
19410	1	< 0.1%

Value	Count	Frequency (%)
1490400	1	< 0.1%
1210504	1	< 0.1%
1117718	1	< 0.1%
1047822	1	< 0.1%
1024535	1	< 0.1%

education
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.386954118
Minimum	0
Maximum	15
Zeros	2670
Zeros (%)	16.4%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	5
95-th percentile	11
Maximum	15
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.440724713
Coefficient of variation (CV)	1.015875797
Kurtosis	1.277991889
Mean	3.386954118
Median Absolute Deviation (MAD)	2
Skewness	1.273732435
Sum	55143
Variance	11.83858655
Monotocity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	5283	32.4%
5	3587	22.0%
0	2670	16.4%
3	934	5.7%
7	679	4.2%
2	637	3.9%
6	534	3.3%
12	456	2.8%
8	309	1.9%
10	258	1.6%
Other values (6)	934	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2670	16.4%
1	5283	32.4%
2	637	3.9%
3	934	5.7%
4	242	1.5%

Value	Count	Frequency (%)
15	224	1.4%
14	32	0.2%
13	79	0.5%
12	456	2.8%
11	176	1.1%

education-num
Real number (ℝ_≥0)

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.07290707
Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Memory size	127.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	9
median	10
Q3	12
95-th percentile	14
Maximum	16
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.567545259
Coefficient of variation (CV)	0.2548961527
Kurtosis	0.6308129327
Mean	10.07290707
Median Absolute Deviation (MAD)	1
Skewness	-0.3263376289
Sum	163997
Variance	6.592288655
Monotocity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
9	5283	32.4%
10	3587	22.0%
13	2670	16.4%
14	934	5.7%
11	679	4.2%
7	637	3.9%
12	534	3.3%
6	456	2.8%
4	309	1.9%
15	258	1.6%
Other values (6)	934	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	32	0.2%
2	79	0.5%
3	176	1.1%
4	309	1.9%
5	242	1.5%

Value	Count	Frequency (%)
16	181	1.1%
15	258	1.6%
14	934	5.7%
13	2670	16.4%
12	534	3.3%

marital-status
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.084270008
Minimum	0
Maximum	6
Zeros	5434
Zeros (%)	33.4%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.269621951
Coefficient of variation (CV)	1.170946297
Kurtosis	5.471059299
Mean	1.084270008
Median Absolute Deviation (MAD)	1
Skewness	2.159702477
Sum	17653
Variance	1.611939899
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	7403	45.5%
0	5434	33.4%
2	2190	13.5%
6	525	3.2%
4	505	3.1%
3	210	1.3%
5	14	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5434	33.4%
1	7403	45.5%
2	2190	13.5%
3	210	1.3%
4	505	3.1%

Value	Count	Frequency (%)
6	525	3.2%
5	14	0.1%
4	505	3.1%
3	210	1.3%
2	2190	13.5%

occupation
Real number (ℝ_≥0)

ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.73115902
Minimum	0
Maximum	14
Zeros	1841
Zeros (%)	11.3%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	7
95-th percentile	11
Maximum	14
Range	14
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.42594777
Coefficient of variation (CV)	0.7241244176
Kurtosis	-0.6229911147
Mean	4.73115902
Median Absolute Deviation (MAD)	2
Skewness	0.4640893416
Sum	77028
Variance	11.73711812
Monotocity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3	2032	12.5%
1	2020	12.4%
6	2013	12.4%
5	1854	11.4%
0	1841	11.3%
4	1628	10.0%
9	1020	6.3%
11	966	5.9%
7	758	4.7%
2	702	4.3%
Other values (5)	1447	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1841	11.3%
1	2020	12.4%
2	702	4.3%
3	2032	12.5%
4	1628	10.0%

Value	Count	Frequency (%)
14	93	0.6%
13	6	< 0.1%
12	334	2.1%
11	966	5.9%
10	518	3.2%

relationship
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.531171304
Minimum	0
Maximum	5
Zeros	4278
Zeros (%)	26.3%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.445369429
Coefficient of variation (CV)	0.9439632426
Kurtosis	-0.5484959242
Mean	1.531171304
Median Absolute Deviation (MAD)	1
Skewness	0.7911428132
Sum	24929
Variance	2.089092786
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	6523	40.1%
0	4278	26.3%
3	2513	15.4%
4	1679	10.3%
2	763	4.7%
5	525	3.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4278	26.3%
1	6523	40.1%
2	763	4.7%
3	2513	15.4%
4	1679	10.3%

Value	Count	Frequency (%)
5	525	3.2%
4	1679	10.3%
3	2513	15.4%
2	763	4.7%
1	6523	40.1%

race
Real number (ℝ_≥0)

ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2173085191
Minimum	0
Maximum	4
Zeros	13946
Zeros (%)	85.7%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6222315817
Coefficient of variation (CV)	2.863355676
Kurtosis	14.47767592
Mean	0.2173085191
Median Absolute Deviation (MAD)	0
Skewness	3.584743389
Sum	3538
Variance	0.3871721412
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	13946	85.7%
1	1561	9.6%
2	480	2.9%
3	159	1.0%
4	135	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13946	85.7%
1	1561	9.6%
2	480	2.9%
3	159	1.0%
4	135	0.8%

Value	Count	Frequency (%)
4	135	0.8%
3	159	1.0%
2	480	2.9%
1	1561	9.6%
0	13946	85.7%

sex
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	127.2 KiB

0	10860
1	5421

Common Values
Chart

Value	Count	Frequency (%)
0	10860	66.7%
1	5421	33.3%

capital-gain
Real number (ℝ_≥0)

ZEROS

Distinct	113
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1081.905104
Minimum	0
Maximum	99999
Zeros	14958
Zeros (%)	91.9%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4865
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7583.935968
Coefficient of variation (CV)	7.009797753
Kurtosis	148.6715143
Mean	1081.905104
Median Absolute Deviation (MAD)	0
Skewness	11.77829263
Sum	17614497
Variance	57516084.77
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14958	91.9%
15024	166	1.0%
7688	126	0.8%
7298	118	0.7%
99999	85	0.5%
3103	55	0.3%
5178	49	0.3%
5013	48	0.3%
4386	38	0.2%
3325	28	0.2%
Other values (103)	610	3.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14958	91.9%
114	2	< 0.1%
401	3	< 0.1%
594	18	0.1%
914	2	< 0.1%

Value	Count	Frequency (%)
99999	85	0.5%
41310	1	< 0.1%
34095	1	< 0.1%
27828	24	0.1%
25236	3	< 0.1%

capital-loss
Real number (ℝ_≥0)

ZEROS

Distinct	82
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	87.89926909
Minimum	0
Maximum	3770
Zeros	15518
Zeros (%)	95.3%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3770
Range	3770
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	403.1052856
Coefficient of variation (CV)	4.585991326
Kurtosis	19.29718195
Mean	87.89926909
Median Absolute Deviation (MAD)	0
Skewness	4.52064718
Sum	1431088
Variance	162493.8713
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15518	95.3%
1902	102	0.6%
1977	85	0.5%
1887	74	0.5%
2415	23	0.1%
1590	22	0.1%
1876	20	0.1%
1741	20	0.1%
1485	20	0.1%
1564	18	0.1%
Other values (72)	379	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15518	95.3%
213	1	< 0.1%
323	2	< 0.1%
625	5	< 0.1%
653	1	< 0.1%

Value	Count	Frequency (%)
3770	2	< 0.1%
3175	2	< 0.1%
3004	3	< 0.1%
2824	4	< 0.1%
2603	2	< 0.1%

hours-per-week
Real number (ℝ_≥0)

Distinct	89
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.39223635
Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	127.2 KiB

Quantile statistics

Minimum	1
5-th percentile	16
Q1	40
median	40
Q3	45
95-th percentile	60
Maximum	99
Range	98
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	12.47933225
Coefficient of variation (CV)	0.3089537341
Kurtosis	3.016899125
Mean	40.39223635
Median Absolute Deviation (MAD)	3
Skewness	0.2604188513
Sum	657626
Variance	155.7337333
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	7586	46.6%
50	1427	8.8%
45	893	5.5%
60	702	4.3%
35	640	3.9%
20	638	3.9%
30	551	3.4%
55	357	2.2%
25	284	1.7%
48	253	1.6%
Other values (79)	2950	18.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	7	< 0.1%
2	21	0.1%
3	20	0.1%
4	30	0.2%
5	35	0.2%

Value	Count	Frequency (%)
99	52	0.3%
98	3	< 0.1%
96	4	< 0.1%
92	2	< 0.1%
90	13	0.1%

native-country
Real number (ℝ_≥0)

ZEROS

Distinct	41
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.241139979
Minimum	0
Maximum	40
Zeros	14662
Zeros (%)	90.1%
Memory size	127.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7
Maximum	40
Range	40
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.941918703
Coefficient of variation (CV)	3.981757728
Kurtosis	26.39634926
Mean	1.241139979
Median Absolute Deviation (MAD)	0
Skewness	4.983488573
Sum	20207
Variance	24.42256047
Monotocity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	14662	90.1%
5	308	1.9%
4	274	1.7%
13	97	0.6%
7	70	0.4%
11	69	0.4%
10	61	0.4%
3	51	0.3%
25	49	0.3%
28	47	0.3%
Other values (31)	593	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14662	90.1%
1	43	0.3%
2	25	0.2%
3	51	0.3%
4	274	1.7%

Value	Count	Frequency (%)
40	6	< 0.1%
39	13	0.1%
38	10	0.1%
37	19	0.1%
36	15	0.1%

income
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	127.2 KiB

0	12435
1	3846

Common Values
Chart

Value	Count	Frequency (%)
0	12435	76.4%
1	3846	23.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	age	workclass	fnlwgt	education	education-num	marital-status	occupation	relationship	race	sex	capital-gain	hours-per-week	income
0	25	2	226802	2	7	0	9	3	1	0	0	40	0
1	38	2	89814	1	9	1	8	1	0	0	0	50	0
2	28	4	336951	6	12	1	12	1	0	0	0	40	1
3	44	2	160323	5	10	1	9	1	1	0	7688	40	1
4	18	5	103497	5	10	0	11	3	0	1	0	30	0
5	34	2	198693	12	6	0	4	0	0	0	0	30	0
6	29	5	227026	1	9	0	11	4	1	0	0	40	0
7	63	1	104626	10	15	1	3	1	0	0	3103	32	1
8	24	2	369667	5	10	0	4	4	0	1	0	40	0
9	55	2	104996	8	4	1	6	1	0	0	0	10	0

Last rows

	age	workclass	fnlwgt	education	education-num	marital-status	occupation	relationship	race	sex	capital-gain	hours-per-week	income
16271	61	2	89686	1	9	1	5	1	0	0	0	48	0
16272	31	2	440129	1	9	1	6	1	0	0	0	40	0
16273	25	2	350977	1	9	0	4	3	0	1	0	40	0
16274	48	4	349230	3	14	2	4	0	0	0	0	40	0
16275	33	2	245211	0	13	0	3	3	0	0	0	40	0
16276	39	2	215419	0	13	2	3	0	0	1	0	36	0
16277	64	5	321403	1	9	6	11	5	1	0	0	40	0
16278	38	2	374983	0	13	1	3	1	0	0	0	50	0
16279	44	2	83891	0	13	2	0	3	2	0	5455	40	0
16280	35	6	182148	0	13	1	1	1	0	0	0	60	1

Most frequent

	age	workclass	fnlwgt	education	education-num	marital-status	occupation	relationship	sex	hours-per-week	count
0	18	6	378036	15	8	0	8	3	0	10	2
1	24	2	194630	0	13	0	3	0	0	35	2
2	29	2	36440	0	13	0	0	0	1	40	2
3	30	2	180317	7	11	2	9	0	0	40	2
4	37	2	52870	0	13	1	1	1	0	40	2

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent